I am a postdoc at the University of Pennsylvania, working with Prof. Daniel D. Lee. I got my PhD in Engineering from the University of Cambridge and my BSc/Diploma in Computer Engineering from the University of Chile. My background is mainly in Physics, Mathematics and Computer Science.
I research the foundations of Artificial Intelligence, Machine Learning and Cybernetics. I study the links between various topics such as Bayesian probability theory, information theory, stochastic control, economics, causality, statistical mechanics, ergodic theory and complexity theory. Other areas of interest are computational neuroscience, psychology and epistemology. Also, I'm a huge fan of minimalistic algorithms.
Most of my work centers on information-theoretic and statistical mechanical approaches to adaptive control, leading to contributions in bounded rationality models and recasting adaptive control as a causal inference problem. I have also worked on causal induction, and on game- and decision-theoretic models in computational neuroscience.
To get a sense of my work, please refer to:
|The randomized causation coefficient http://t.co/yWHzVc8jEo |
About 2 hours, 20 mins ago by: Pedro A. Ortega (@AdaptiveAgents)
|Non-linear causal inference using Gaussianity measures http://t.co/UDqZ4lVbgj |
About 20 hours, 19 mins ago by: Pedro A. Ortega (@AdaptiveAgents)
|Correlation and budget constraints in model-based bandit optimization with application to ML http://t.co/m9qNdu8sxH |
About 1 day, 2 hours ago by: Pedro A. Ortega (@AdaptiveAgents)
|RT @matjogan: #PLOSCompBio: Ten Simple Rules of Live Tweeting at Scientific Conferences http://t.co/LB3SrzQiSd |
About 2 days, 12 hours ago by: Pedro A. Ortega (@AdaptiveAgents)
|"Notes on the Theory of Choice" - best intro on modern foundations of rational decision making http://t.co/6A91OlSb0n http://t.co/cig6thvf7S |
About 3 days, 20 hours ago by: Pedro A. Ortega (@AdaptiveAgents)
Pedro A. Ortega
Department of Engineering
University of Pennsylvania
Off. 209, Moore Building
200 S. 33rd Street
Philadelphia, PA 19104
Email: ope [AT] seas.upenn.edu
“Man is the measure of all things: of things which are, that they are, and of things which are not, that they are not” —Protagoras
The photo at the top of the page was taken at a coffee shop at the intersection between باب الواد (Al-Wad) and Via Dolorosa in the Old City of Jerusalem.